ccg-rag

ccg-rag is a skill for Claude Code, Codex from phuongrealmax/code-guardian. It costs 31 tokens per session (933 once invoked), scanned A, original, no licence file.

A code-search and codebase-understanding tool that finds related code by meaning, not only by matching words.

In plain words
What is it for?
Use it to search for code concepts, trace related parts of an application, and understand how the codebase is connected.
Why use it?
It helps locate relevant parts of a large or unfamiliar codebase when exact file names or terms are unknown.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/phuongrealmax/code-guardian/ccg-rag
Any agent
npx skills add phuongrealmax/code-guardian --skill ccg-rag
Clone the repo
git clone --depth 1 https://github.com/phuongrealmax/code-guardian

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ccg-rag

README.md
[![agentmods](https://agentmods.dev/badge/skills/phuongrealmax/code-guardian/ccg-rag.svg)](https://agentmods.dev/skills/phuongrealmax/code-guardian/ccg-rag)
Your own site
<a href="https://agentmods.dev/skills/phuongrealmax/code-guardian/ccg-rag"><img src="https://agentmods.dev/badge/skills/phuongrealmax/code-guardian/ccg-rag.svg" alt="Measured on agentmods" height="20"></a>
Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 933 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00031 $0.00933
Opus 5 $0.00015 $0.00466
Sonnet 5 $0.00006 $0.00187
Haiku 4.5 $0.00003 $0.00093

Measured 4d ago against content hash 82b36d637932, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

ccg-rag scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/ccg-guardian/skills/ccg-rag/SKILL.md · 171 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 171 lines · 31 tokens per session scan A 82b36d637932

Subscribe to this mod's changes

ccg-rag is a skill published in the GitHub repository phuongrealmax/code-guardian (6 stars, last pushed 8mo ago), with no licence file. It adds 31 tokens to every session and 933 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

weaviate-setup

Interactive onboarding for the Weaviate knowledge store. Guides users through choosing a deployment type (Cloud, Local Docker, or Custom), setting environment variables, and verifying the connection. Activates when users want to set up or configure Weaviate for persistent knowledge storage.

Galbaz1/video-research-mcp · 59 tokens

Vizra ADK Memory System

Implement persistent memory, session context, and vector memory (RAG) for AI agents.

vizra-ai/vizra-adk · 24 tokens

b123d-modeling

Use this skill when asked to model, build, or modify a 3D part or assembly with build123d — from a text description, a technical drawing (image or PDF), dimensions in a spec, or an existing STEP/STL file.

pzfreo/build123d-mcp · 0 tokens

activerecord

This skill should be used when the user asks to "write a migration", "add a column", "add column to table", "create an index", "add a foreign key", "set up associations", "fix N+1 queries", "optimize queries", "add validations", "create callbacks", "use eager loading", or mentions ActiveRecord, belongsto, hasmany…

hoblin/claude-ruby-marketplace · 180 tokens

orchardcore-ai-data-sources

Skill for configuring AI Data Sources in Orchard Core using the CrestApps AI Data Sources modules. Covers knowledge base indexing, RAG search, embedding generation, vector search backends (Azure AI Search and Elasticsearch), data source alignment, and linking data sources to AI profiles. Use this skill when requests…

CrestApps/CrestApps.AgentSkills · 204 tokens

b123d-drawing

../../../src/build123dmcp/skills/b123d-drawing/SKILL.md.

pzfreo/build123d-mcp · 0 tokens